Dataset statistics
| Number of variables | 26 |
|---|---|
| Number of observations | 292 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 72.0 KiB |
| Average record size in memory | 252.4 B |
Variable types
| NUM | 16 |
|---|---|
| BOOL | 8 |
| CAT | 1 |
| DATE | 1 |
Reproduction
| Analysis started | 2020-05-05 17:46:31.758032 |
|---|---|
| Analysis finished | 2020-05-05 17:47:08.338689 |
| Version | pandas-profiling v2.5.0 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download configuration | config.yaml |
udsventa has 59 (20.2%) zeros | Zeros |
udsprevisionempresa has 81 (27.7%) zeros | Zeros |
weekday has 41 (14.0%) zeros | Zeros |
sin_weekday has 41 (14.0%) zeros | Zeros |
roll4wd_udsventa has 50 (17.1%) zeros | Zeros |
roll4wd_udsstock has 17 (5.8%) zeros | Zeros |
udsprevisionempresa_shifted-1 has 82 (28.1%) zeros | Zeros |
udsprevisionempresa_shifted-2 has 83 (28.4%) zeros | Zeros |
udsstock_shifted7 has 7 (2.4%) zeros | Zeros |
roll4wd_udsstock_shifted1 has 18 (6.2%) zeros | Zeros |
roll4wd_udsstock_shifted7 has 24 (8.2%) zeros | Zeros |
udsventa_shifted1 has 59 (20.2%) zeros | Zeros |
| Distinct count | 292 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 KiB |
| Minimum | 2019-06-05 00:00:00 |
|---|---|
| Maximum | 2020-03-22 00:00:00 |
| Distinct count | 1 |
|---|---|
| Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 KiB |
| 42 |
|---|
| Value | Count | Frequency (%) | |
| 42 | 292 | 100.0% |
Length
| Max length | 2 |
|---|---|
| Mean length | 2 |
| Min length | 2 |
| Value | Count | Frequency (%) | |
| Decimal_Number | 2 | 100.0% |
| Value | Count | Frequency (%) | |
| Common | 2 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 2 | 100.0% |
udsstock
Real number (ℝ≥0)
| Distinct count | 112 |
|---|---|
| Unique (%) | 38.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 854.5056155579598 |
|---|---|
| Minimum | 116.0 |
| Maximum | 2209.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | 116 |
|---|---|
| 5-th percentile | 355.95 |
| Q1 | 686.04 |
| median | 799 |
| Q3 | 1027 |
| 95-th percentile | 1394 |
| Maximum | 2209 |
| Range | 2093 |
| Interquartile range (IQR) | 340.96 |
Descriptive statistics
| Standard deviation | 329.1621247 |
|---|---|
| Coefficient of variation (CV) | 0.3852076789 |
| Kurtosis | 1.695097565 |
| Mean | 854.5056156 |
| Median Absolute Deviation (MAD) | 251.9917458 |
| Skewness | 0.7364005654 |
| Sum | 249515.6397 |
| Variance | 108347.7044 |
| Value | Count | Frequency (%) | |
| 686.04 | 29 | 9.9% | |
| 1121.222222 | 14 | 4.8% | |
| 1026.206897 | 13 | 4.5% | |
| 762.2580645 | 13 | 4.5% | |
| 996.7931034 | 11 | 3.8% | |
| 836.6 | 11 | 3.8% | |
| 736 | 10 | 3.4% | |
| 765 | 7 | 2.4% | |
| 610 | 4 | 1.4% | |
| 862 | 4 | 1.4% | |
| Other values (102) | 176 | 60.3% |
| Value | Count | Frequency (%) | |
| 116 | 1 | 0.3% | |
| 135 | 2 | 0.7% | |
| 145 | 1 | 0.3% | |
| 174 | 1 | 0.3% | |
| 213 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 2209 | 1 | 0.3% | |
| 1967 | 2 | 0.7% | |
| 1889 | 1 | 0.3% | |
| 1841 | 1 | 0.3% | |
| 1763 | 2 | 0.7% |
| Distinct count | 97 |
|---|---|
| Unique (%) | 33.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 429.8904109589041 |
|---|---|
| Minimum | 0.0 |
| Maximum | 1830.0 |
| Zeros | 59 |
| Zeros (%) | 20.2% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 258 |
| median | 457 |
| Q3 | 606.75 |
| 95-th percentile | 819 |
| Maximum | 1830 |
| Range | 1830 |
| Interquartile range (IQR) | 348.75 |
Descriptive statistics
| Standard deviation | 299.0282917 |
|---|---|
| Coefficient of variation (CV) | 0.6955919091 |
| Kurtosis | 2.375364375 |
| Mean | 429.890411 |
| Median Absolute Deviation (MAD) | 230.77538 |
| Skewness | 0.6430750384 |
| Sum | 125528 |
| Variance | 89417.91922 |
| Value | Count | Frequency (%) | |
| 0 | 59 | 20.2% | |
| 546 | 8 | 2.7% | |
| 420 | 6 | 2.1% | |
| 487 | 6 | 2.1% | |
| 523 | 5 | 1.7% | |
| 280 | 5 | 1.7% | |
| 605 | 5 | 1.7% | |
| 701 | 5 | 1.7% | |
| 597 | 5 | 1.7% | |
| 479 | 5 | 1.7% | |
| Other values (87) | 183 | 62.7% |
| Value | Count | Frequency (%) | |
| 0 | 59 | 20.2% | |
| 88 | 1 | 0.3% | |
| 154 | 1 | 0.3% | |
| 177 | 2 | 0.7% | |
| 184 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 1830 | 1 | 0.3% | |
| 1815 | 1 | 0.3% | |
| 1424 | 1 | 0.3% | |
| 1298 | 1 | 0.3% | |
| 1107 | 1 | 0.3% |
| Distinct count | 200 |
|---|---|
| Unique (%) | 68.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2021.8219178082193 |
|---|---|
| Minimum | 0.0 |
| Maximum | 15421.0 |
| Zeros | 81 |
| Zeros (%) | 27.7% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1465.5 |
| Q3 | 3152 |
| 95-th percentile | 5985.1 |
| Maximum | 15421 |
| Range | 15421 |
| Interquartile range (IQR) | 3152 |
Descriptive statistics
| Standard deviation | 2293.553084 |
|---|---|
| Coefficient of variation (CV) | 1.134399159 |
| Kurtosis | 6.782521316 |
| Mean | 2021.821918 |
| Median Absolute Deviation (MAD) | 1717.308313 |
| Skewness | 2.00413952 |
| Sum | 590372 |
| Variance | 5260385.748 |
| Value | Count | Frequency (%) | |
| 0 | 81 | 27.7% | |
| 3285 | 3 | 1.0% | |
| 1883 | 2 | 0.7% | |
| 1974 | 2 | 0.7% | |
| 5502 | 2 | 0.7% | |
| 2386 | 2 | 0.7% | |
| 88 | 2 | 0.7% | |
| 1263 | 2 | 0.7% | |
| 960 | 2 | 0.7% | |
| 369 | 2 | 0.7% | |
| Other values (190) | 192 | 65.8% |
| Value | Count | Frequency (%) | |
| 0 | 81 | 27.7% | |
| 85 | 1 | 0.3% | |
| 88 | 2 | 0.7% | |
| 134 | 1 | 0.3% | |
| 147 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 15421 | 1 | 0.3% | |
| 13811 | 1 | 0.3% | |
| 12574 | 1 | 0.3% | |
| 8348 | 1 | 0.3% | |
| 8230 | 1 | 0.3% |
promo
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 KiB |
| 0 | |
|---|---|
| 1 | 16 |
| Value | Count | Frequency (%) | |
| 0 | 276 | 94.5% | |
| 1 | 16 | 5.5% |
festivo
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 KiB |
| 0 | |
|---|---|
| 1 | 8 |
| Value | Count | Frequency (%) | |
| 0 | 284 | 97.3% | |
| 1 | 8 | 2.7% |
| Distinct count | 7 |
|---|---|
| Unique (%) | 2.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.017123287671233 |
|---|---|
| Minimum | 0 |
| Maximum | 6 |
| Zeros | 41 |
| Zeros (%) | 14.0% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 3 |
| Q3 | 5 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 1.999067122 |
|---|---|
| Coefficient of variation (CV) | 0.662573893 |
| Kurtosis | -1.24431598 |
| Mean | 3.017123288 |
| Median Absolute Deviation (MAD) | 1.711249765 |
| Skewness | -0.01071552041 |
| Sum | 881 |
| Variance | 3.996269359 |
| Value | Count | Frequency (%) | |
| 6 | 42 | 14.4% | |
| 5 | 42 | 14.4% | |
| 4 | 42 | 14.4% | |
| 3 | 42 | 14.4% | |
| 2 | 42 | 14.4% | |
| 1 | 41 | 14.0% | |
| 0 | 41 | 14.0% |
| Value | Count | Frequency (%) | |
| 0 | 41 | 14.0% | |
| 1 | 41 | 14.0% | |
| 2 | 42 | 14.4% | |
| 3 | 42 | 14.4% | |
| 4 | 42 | 14.4% |
| Value | Count | Frequency (%) | |
| 6 | 42 | 14.4% | |
| 5 | 42 | 14.4% | |
| 4 | 42 | 14.4% | |
| 3 | 42 | 14.4% | |
| 2 | 42 | 14.4% |
working_day
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 420.0 B |
| True | |
|---|---|
| False |
| Value | Count | Frequency (%) | |
| True | 242 | 82.9% | |
| False | 50 | 17.1% |
| Distinct count | 7 |
|---|---|
| Unique (%) | 2.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.002677505076945293 |
|---|---|
| Minimum | -0.9749279121818236 |
| Maximum | 0.9749279121818236 |
| Zeros | 41 |
| Zeros (%) | 14.0% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | -0.9749279122 |
|---|---|
| 5-th percentile | -0.9749279122 |
| Q1 | -0.7818314825 |
| median | 0 |
| Q3 | 0.7818314825 |
| 95-th percentile | 0.9749279122 |
| Maximum | 0.9749279122 |
| Range | 1.949855824 |
| Interquartile range (IQR) | 1.563662965 |
Descriptive statistics
| Standard deviation | 0.7092579884 |
|---|---|
| Coefficient of variation (CV) | -264.895105 |
| Kurtosis | -1.507989269 |
| Mean | -0.002677505077 |
| Median Absolute Deviation (MAD) | 0.6278742875 |
| Skewness | 0.006768729133 |
| Sum | -0.7818314825 |
| Variance | 0.5030468941 |
| Value | Count | Frequency (%) | |
| -0.4338837391 | 42 | 14.4% | |
| 0.4338837391 | 42 | 14.4% | |
| -0.9749279122 | 42 | 14.4% | |
| -0.7818314825 | 42 | 14.4% | |
| 0.9749279122 | 42 | 14.4% | |
| 0.7818314825 | 41 | 14.0% | |
| 0 | 41 | 14.0% |
| Value | Count | Frequency (%) | |
| -0.9749279122 | 42 | 14.4% | |
| -0.7818314825 | 42 | 14.4% | |
| -0.4338837391 | 42 | 14.4% | |
| 0 | 41 | 14.0% | |
| 0.4338837391 | 42 | 14.4% |
| Value | Count | Frequency (%) | |
| 0.9749279122 | 42 | 14.4% | |
| 0.7818314825 | 41 | 14.0% | |
| 0.4338837391 | 42 | 14.4% | |
| 0 | 41 | 14.0% | |
| -0.4338837391 | 42 | 14.4% |
cos_weekday
Real number (ℝ)
| Distinct count | 7 |
|---|---|
| Unique (%) | 2.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.005559896581708024 |
|---|---|
| Minimum | -0.9009688679024191 |
| Maximum | 1.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | -0.9009688679 |
|---|---|
| 5-th percentile | -0.9009688679 |
| Q1 | -0.9009688679 |
| median | -0.222520934 |
| Q3 | 0.6234898019 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1.900968868 |
| Interquartile range (IQR) | 1.52445867 |
Descriptive statistics
| Standard deviation | 0.7073551581 |
|---|---|
| Coefficient of variation (CV) | -127.2245172 |
| Kurtosis | -1.502452694 |
| Mean | -0.005559896582 |
| Median Absolute Deviation (MAD) | 0.6399937036 |
| Skewness | 0.01159750905 |
| Sum | -1.623489802 |
| Variance | 0.5003513197 |
| Value | Count | Frequency (%) | |
| -0.222520934 | 42 | 14.4% | |
| -0.222520934 | 42 | 14.4% | |
| -0.9009688679 | 42 | 14.4% | |
| -0.9009688679 | 42 | 14.4% | |
| 0.6234898019 | 42 | 14.4% | |
| 0.6234898019 | 41 | 14.0% | |
| 1 | 41 | 14.0% |
| Value | Count | Frequency (%) | |
| -0.9009688679 | 42 | 14.4% | |
| -0.9009688679 | 42 | 14.4% | |
| -0.222520934 | 42 | 14.4% | |
| -0.222520934 | 42 | 14.4% | |
| 0.6234898019 | 42 | 14.4% |
| Value | Count | Frequency (%) | |
| 1 | 41 | 14.0% | |
| 0.6234898019 | 41 | 14.0% | |
| 0.6234898019 | 42 | 14.4% | |
| -0.222520934 | 42 | 14.4% | |
| -0.222520934 | 42 | 14.4% |
is_august
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 KiB |
| 0 | |
|---|---|
| 1 | 31 |
| Value | Count | Frequency (%) | |
| 0 | 261 | 89.4% | |
| 1 | 31 | 10.6% |
spring
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 KiB |
| 0 | |
|---|---|
| 1 | 1 |
| Value | Count | Frequency (%) | |
| 0 | 291 | 99.7% | |
| 1 | 1 | 0.3% |
summer
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 184 | 63.0% | |
| 1 | 108 | 37.0% |
autumn
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 202 | 69.2% | |
| 1 | 90 | 30.8% |
winter
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 200 | 68.5% | |
| 1 | 92 | 31.5% |
| Distinct count | 236 |
|---|---|
| Unique (%) | 80.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 446.08579990215264 |
|---|---|
| Minimum | 0.0 |
| Maximum | 1387.0 |
| Zeros | 50 |
| Zeros (%) | 17.1% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 331.3 |
| median | 497.0089286 |
| Q3 | 605.3125 |
| 95-th percentile | 763.35625 |
| Maximum | 1387 |
| Range | 1387 |
| Interquartile range (IQR) | 274.0125 |
Descriptive statistics
| Standard deviation | 252.0301914 |
|---|---|
| Coefficient of variation (CV) | 0.5649814261 |
| Kurtosis | 0.3518852621 |
| Mean | 446.0857999 |
| Median Absolute Deviation (MAD) | 194.8793279 |
| Skewness | -0.2677458333 |
| Sum | 130257.0536 |
| Variance | 63519.21737 |
| Value | Count | Frequency (%) | |
| 0 | 50 | 17.1% | |
| 682.125 | 2 | 0.7% | |
| 555 | 2 | 0.7% | |
| 347.375 | 2 | 0.7% | |
| 583.5 | 2 | 0.7% | |
| 491.25 | 2 | 0.7% | |
| 608.375 | 2 | 0.7% | |
| 414.5 | 2 | 0.7% | |
| 509.5 | 1 | 0.3% | |
| 388.75 | 1 | 0.3% | |
| Other values (226) | 226 | 77.4% |
| Value | Count | Frequency (%) | |
| 0 | 50 | 17.1% | |
| 268.625 | 1 | 0.3% | |
| 269.125 | 1 | 0.3% | |
| 276.5 | 1 | 0.3% | |
| 282.625 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 1387 | 1 | 0.3% | |
| 1225.714286 | 1 | 0.3% | |
| 1026.428571 | 1 | 0.3% | |
| 1023.625 | 1 | 0.3% | |
| 924 | 1 | 0.3% |
| Distinct count | 237 |
|---|---|
| Unique (%) | 81.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 798.5207681017612 |
|---|---|
| Minimum | 0.0 |
| Maximum | 2209.0 |
| Zeros | 17 |
| Zeros (%) | 5.8% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 601.625 |
| median | 791.625 |
| Q3 | 1014.6875 |
| 95-th percentile | 1352.978571 |
| Maximum | 2209 |
| Range | 2209 |
| Interquartile range (IQR) | 413.0625 |
Descriptive statistics
| Standard deviation | 359.2299086 |
|---|---|
| Coefficient of variation (CV) | 0.4498692118 |
| Kurtosis | 1.138346394 |
| Mean | 798.5207681 |
| Median Absolute Deviation (MAD) | 270.0410243 |
| Skewness | 0.150376201 |
| Sum | 233168.0643 |
| Variance | 129046.1272 |
| Value | Count | Frequency (%) | |
| 0 | 17 | 5.8% | |
| 407 | 6 | 2.1% | |
| 504 | 5 | 1.7% | |
| 765 | 4 | 1.4% | |
| 1085 | 3 | 1.0% | |
| 1269 | 2 | 0.7% | |
| 666.25 | 2 | 0.7% | |
| 815.8 | 2 | 0.7% | |
| 1095 | 2 | 0.7% | |
| 513 | 2 | 0.7% | |
| Other values (227) | 247 | 84.6% |
| Value | Count | Frequency (%) | |
| 0 | 17 | 5.8% | |
| 234.75 | 1 | 0.3% | |
| 283.25 | 1 | 0.3% | |
| 324.5 | 1 | 0.3% | |
| 329 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 2209 | 1 | 0.3% | |
| 2029.75 | 1 | 0.3% | |
| 1850.5 | 1 | 0.3% | |
| 1676 | 1 | 0.3% | |
| 1671.25 | 1 | 0.3% |
| Distinct count | 199 |
|---|---|
| Unique (%) | 68.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1978.7602739726028 |
|---|---|
| Minimum | 0.0 |
| Maximum | 15421.0 |
| Zeros | 82 |
| Zeros (%) | 28.1% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1459.5 |
| Q3 | 3129.5 |
| 95-th percentile | 5894.5 |
| Maximum | 15421 |
| Range | 15421 |
| Interquartile range (IQR) | 3129.5 |
Descriptive statistics
| Standard deviation | 2211.318974 |
|---|---|
| Coefficient of variation (CV) | 1.117527476 |
| Kurtosis | 6.658288573 |
| Mean | 1978.760274 |
| Median Absolute Deviation (MAD) | 1679.680053 |
| Skewness | 1.916352236 |
| Sum | 577798 |
| Variance | 4889931.606 |
| Value | Count | Frequency (%) | |
| 0 | 82 | 28.1% | |
| 3285 | 3 | 1.0% | |
| 1883 | 2 | 0.7% | |
| 1974 | 2 | 0.7% | |
| 5502 | 2 | 0.7% | |
| 88 | 2 | 0.7% | |
| 2386 | 2 | 0.7% | |
| 1263 | 2 | 0.7% | |
| 960 | 2 | 0.7% | |
| 369 | 2 | 0.7% | |
| Other values (189) | 191 | 65.4% |
| Value | Count | Frequency (%) | |
| 0 | 82 | 28.1% | |
| 85 | 1 | 0.3% | |
| 88 | 2 | 0.7% | |
| 134 | 1 | 0.3% | |
| 147 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 15421 | 1 | 0.3% | |
| 13811 | 1 | 0.3% | |
| 8348 | 1 | 0.3% | |
| 8230 | 1 | 0.3% | |
| 8171 | 1 | 0.3% |
| Distinct count | 198 |
|---|---|
| Unique (%) | 67.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1925.9486301369864 |
|---|---|
| Minimum | 0.0 |
| Maximum | 13811.0 |
| Zeros | 83 |
| Zeros (%) | 28.4% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1457 |
| Q3 | 3112.5 |
| 95-th percentile | 5802.25 |
| Maximum | 13811 |
| Range | 13811 |
| Interquartile range (IQR) | 3112.5 |
Descriptive statistics
| Standard deviation | 2068.730849 |
|---|---|
| Coefficient of variation (CV) | 1.074136048 |
| Kurtosis | 3.515810941 |
| Mean | 1925.94863 |
| Median Absolute Deviation (MAD) | 1630.802496 |
| Skewness | 1.465369453 |
| Sum | 562377 |
| Variance | 4279647.327 |
| Value | Count | Frequency (%) | |
| 0 | 83 | 28.4% | |
| 3285 | 3 | 1.0% | |
| 88 | 2 | 0.7% | |
| 4752 | 2 | 0.7% | |
| 1974 | 2 | 0.7% | |
| 1263 | 2 | 0.7% | |
| 206 | 2 | 0.7% | |
| 369 | 2 | 0.7% | |
| 1883 | 2 | 0.7% | |
| 960 | 2 | 0.7% | |
| Other values (188) | 190 | 65.1% |
| Value | Count | Frequency (%) | |
| 0 | 83 | 28.4% | |
| 85 | 1 | 0.3% | |
| 88 | 2 | 0.7% | |
| 134 | 1 | 0.3% | |
| 147 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 13811 | 1 | 0.3% | |
| 8348 | 1 | 0.3% | |
| 8230 | 1 | 0.3% | |
| 8171 | 1 | 0.3% | |
| 7675 | 1 | 0.3% |
udsstock_shifted1
Real number (ℝ≥0)
| Distinct count | 113 |
|---|---|
| Unique (%) | 38.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 847.7693141880967 |
|---|---|
| Minimum | 0.0 |
| Maximum | 2209.0 |
| Zeros | 1 |
| Zeros (%) | 0.3% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 329 |
| Q1 | 684.03 |
| median | 794 |
| Q3 | 1026.405172 |
| 95-th percentile | 1380.05 |
| Maximum | 2209 |
| Range | 2209 |
| Interquartile range (IQR) | 342.3751724 |
Descriptive statistics
| Standard deviation | 326.4327012 |
|---|---|
| Coefficient of variation (CV) | 0.38504897 |
| Kurtosis | 1.595785844 |
| Mean | 847.7693142 |
| Median Absolute Deviation (MAD) | 250.3818133 |
| Skewness | 0.6183419361 |
| Sum | 247548.6397 |
| Variance | 106558.3084 |
| Value | Count | Frequency (%) | |
| 686.04 | 29 | 9.9% | |
| 1121.222222 | 14 | 4.8% | |
| 1026.206897 | 13 | 4.5% | |
| 762.2580645 | 13 | 4.5% | |
| 836.6 | 11 | 3.8% | |
| 996.7931034 | 11 | 3.8% | |
| 736 | 10 | 3.4% | |
| 765 | 7 | 2.4% | |
| 610 | 4 | 1.4% | |
| 484 | 4 | 1.4% | |
| Other values (103) | 176 | 60.3% |
| Value | Count | Frequency (%) | |
| 0 | 1 | 0.3% | |
| 116 | 1 | 0.3% | |
| 135 | 2 | 0.7% | |
| 145 | 1 | 0.3% | |
| 174 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 2209 | 1 | 0.3% | |
| 1967 | 1 | 0.3% | |
| 1889 | 1 | 0.3% | |
| 1841 | 1 | 0.3% | |
| 1763 | 2 | 0.7% |
| Distinct count | 112 |
|---|---|
| Unique (%) | 38.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 825.6799136364945 |
|---|---|
| Minimum | 0.0 |
| Maximum | 2209.0 |
| Zeros | 7 |
| Zeros (%) | 2.4% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 247.5 |
| Q1 | 668 |
| median | 765 |
| Q3 | 1026.206897 |
| 95-th percentile | 1370.5 |
| Maximum | 2209 |
| Range | 2209 |
| Interquartile range (IQR) | 358.2068966 |
Descriptive statistics
| Standard deviation | 340.5828314 |
|---|---|
| Coefficient of variation (CV) | 0.4124877277 |
| Kurtosis | 1.320730838 |
| Mean | 825.6799136 |
| Median Absolute Deviation (MAD) | 259.505548 |
| Skewness | 0.2945765599 |
| Sum | 241098.5348 |
| Variance | 115996.6651 |
| Value | Count | Frequency (%) | |
| 686.04 | 28 | 9.6% | |
| 1121.222222 | 14 | 4.8% | |
| 1026.206897 | 12 | 4.1% | |
| 762.2580645 | 12 | 4.1% | |
| 996.7931034 | 11 | 3.8% | |
| 736 | 10 | 3.4% | |
| 836.6 | 10 | 3.4% | |
| 0 | 7 | 2.4% | |
| 765 | 7 | 2.4% | |
| 940 | 4 | 1.4% | |
| Other values (102) | 177 | 60.6% |
| Value | Count | Frequency (%) | |
| 0 | 7 | 2.4% | |
| 116 | 1 | 0.3% | |
| 135 | 2 | 0.7% | |
| 145 | 1 | 0.3% | |
| 174 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 2209 | 1 | 0.3% | |
| 1889 | 1 | 0.3% | |
| 1841 | 1 | 0.3% | |
| 1763 | 2 | 0.7% | |
| 1657 | 1 | 0.3% |
| Distinct count | 236 |
|---|---|
| Unique (%) | 80.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 794.2741927592955 |
|---|---|
| Minimum | 0.0 |
| Maximum | 2209.0 |
| Zeros | 18 |
| Zeros (%) | 6.2% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 598.78125 |
| median | 790.7625 |
| Q3 | 1011.741071 |
| 95-th percentile | 1352.978571 |
| Maximum | 2209 |
| Range | 2209 |
| Interquartile range (IQR) | 412.9598214 |
Descriptive statistics
| Standard deviation | 361.3162686 |
|---|---|
| Coefficient of variation (CV) | 0.4549011813 |
| Kurtosis | 1.124549163 |
| Mean | 794.2741928 |
| Median Absolute Deviation (MAD) | 271.1079225 |
| Skewness | 0.1396285914 |
| Sum | 231928.0643 |
| Variance | 130549.4459 |
| Value | Count | Frequency (%) | |
| 0 | 18 | 6.2% | |
| 407 | 6 | 2.1% | |
| 504 | 5 | 1.7% | |
| 765 | 4 | 1.4% | |
| 1085 | 3 | 1.0% | |
| 678 | 2 | 0.7% | |
| 769.4285714 | 2 | 0.7% | |
| 790.4 | 2 | 0.7% | |
| 601.625 | 2 | 0.7% | |
| 604.6 | 2 | 0.7% | |
| Other values (226) | 246 | 84.2% |
| Value | Count | Frequency (%) | |
| 0 | 18 | 6.2% | |
| 234.75 | 1 | 0.3% | |
| 283.25 | 1 | 0.3% | |
| 324.5 | 1 | 0.3% | |
| 329 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 2209 | 1 | 0.3% | |
| 2029.75 | 1 | 0.3% | |
| 1850.5 | 1 | 0.3% | |
| 1676 | 1 | 0.3% | |
| 1671.25 | 1 | 0.3% |
| Distinct count | 231 |
|---|---|
| Unique (%) | 79.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 777.4713307240704 |
|---|---|
| Minimum | 0.0 |
| Maximum | 2209.0 |
| Zeros | 24 |
| Zeros (%) | 8.2% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 571.5357143 |
| median | 782.25 |
| Q3 | 1010.392857 |
| 95-th percentile | 1352.978571 |
| Maximum | 2209 |
| Range | 2209 |
| Interquartile range (IQR) | 438.8571429 |
Descriptive statistics
| Standard deviation | 377.5846166 |
|---|---|
| Coefficient of variation (CV) | 0.4856572863 |
| Kurtosis | 0.862584561 |
| Mean | 777.4713307 |
| Median Absolute Deviation (MAD) | 283.9763223 |
| Skewness | 0.06369340259 |
| Sum | 227021.6286 |
| Variance | 142570.1427 |
| Value | Count | Frequency (%) | |
| 0 | 24 | 8.2% | |
| 407 | 6 | 2.1% | |
| 504 | 5 | 1.7% | |
| 765 | 4 | 1.4% | |
| 1085 | 3 | 1.0% | |
| 876.5 | 2 | 0.7% | |
| 416 | 2 | 0.7% | |
| 790.4 | 2 | 0.7% | |
| 769.4285714 | 2 | 0.7% | |
| 601.625 | 2 | 0.7% | |
| Other values (221) | 240 | 82.2% |
| Value | Count | Frequency (%) | |
| 0 | 24 | 8.2% | |
| 234.75 | 1 | 0.3% | |
| 283.25 | 1 | 0.3% | |
| 324.5 | 1 | 0.3% | |
| 329 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 2209 | 1 | 0.3% | |
| 2029.75 | 1 | 0.3% | |
| 1850.5 | 1 | 0.3% | |
| 1676 | 1 | 0.3% | |
| 1671.25 | 1 | 0.3% |
| Distinct count | 97 |
|---|---|
| Unique (%) | 33.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 429.8904109589041 |
|---|---|
| Minimum | 0.0 |
| Maximum | 1830.0 |
| Zeros | 59 |
| Zeros (%) | 20.2% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 258 |
| median | 457 |
| Q3 | 606.75 |
| 95-th percentile | 819 |
| Maximum | 1830 |
| Range | 1830 |
| Interquartile range (IQR) | 348.75 |
Descriptive statistics
| Standard deviation | 299.0282917 |
|---|---|
| Coefficient of variation (CV) | 0.6955919091 |
| Kurtosis | 2.375364375 |
| Mean | 429.890411 |
| Median Absolute Deviation (MAD) | 230.77538 |
| Skewness | 0.6430750384 |
| Sum | 125528 |
| Variance | 89417.91922 |
| Value | Count | Frequency (%) | |
| 0 | 59 | 20.2% | |
| 546 | 8 | 2.7% | |
| 420 | 6 | 2.1% | |
| 487 | 6 | 2.1% | |
| 280 | 5 | 1.7% | |
| 605 | 5 | 1.7% | |
| 701 | 5 | 1.7% | |
| 523 | 5 | 1.7% | |
| 597 | 5 | 1.7% | |
| 479 | 5 | 1.7% | |
| Other values (87) | 183 | 62.7% |
| Value | Count | Frequency (%) | |
| 0 | 59 | 20.2% | |
| 88 | 1 | 0.3% | |
| 154 | 1 | 0.3% | |
| 177 | 2 | 0.7% | |
| 184 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 1830 | 1 | 0.3% | |
| 1815 | 1 | 0.3% | |
| 1424 | 1 | 0.3% | |
| 1298 | 1 | 0.3% | |
| 1107 | 1 | 0.3% |
roll4_udstock_shifted1
Real number (ℝ≥0)
| Distinct count | 268 |
|---|---|
| Unique (%) | 91.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 839.9594902289901 |
|---|---|
| Minimum | 0.0 |
| Maximum | 1772.63 |
| Zeros | 1 |
| Zeros (%) | 0.3% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 497.5559758 |
| Q1 | 728.5 |
| median | 822.5638181 |
| Q3 | 963.5837931 |
| 95-th percentile | 1212.554583 |
| Maximum | 1772.63 |
| Range | 1772.63 |
| Interquartile range (IQR) | 235.0837931 |
Descriptive statistics
| Standard deviation | 226.4863712 |
|---|---|
| Coefficient of variation (CV) | 0.269639636 |
| Kurtosis | 2.041710673 |
| Mean | 839.9594902 |
| Median Absolute Deviation (MAD) | 165.7847578 |
| Skewness | 0.3475181372 |
| Sum | 245268.1711 |
| Variance | 51296.07636 |
| Value | Count | Frequency (%) | |
| 1008.286609 | 6 | 2.1% | |
| 888.0774713 | 6 | 2.1% | |
| 749.9650358 | 4 | 1.4% | |
| 733.4417742 | 4 | 1.4% | |
| 1003.352778 | 4 | 1.4% | |
| 813.6026363 | 3 | 1.0% | |
| 918.4339822 | 2 | 0.7% | |
| 803 | 2 | 0.7% | |
| 995.25 | 2 | 0.7% | |
| 191.25 | 1 | 0.3% | |
| Other values (258) | 258 | 88.4% |
| Value | Count | Frequency (%) | |
| 0 | 1 | 0.3% | |
| 191.25 | 1 | 0.3% | |
| 295.25 | 1 | 0.3% | |
| 306.25 | 1 | 0.3% | |
| 309.5 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 1772.63 | 1 | 0.3% | |
| 1558.375 | 1 | 0.3% | |
| 1535.75 | 1 | 0.3% | |
| 1493.375 | 1 | 0.3% | |
| 1472.375 | 1 | 0.3% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
First rows
| fecha | producto | udsstock | udsventa | udsprevisionempresa | promo | festivo | weekday | working_day | sin_weekday | cos_weekday | is_august | spring | summer | autumn | winter | roll4wd_udsventa | roll4wd_udsstock | udsprevisionempresa_shifted-1 | udsprevisionempresa_shifted-2 | udsstock_shifted1 | udsstock_shifted7 | roll4wd_udsstock_shifted1 | roll4wd_udsstock_shifted7 | udsventa_shifted1 | roll4_udstock_shifted1 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2019-06-05 | 42 | 765.000000 | 523.0 | 12574.0 | 0.0 | 0.0 | 2 | True | 0.974928 | -0.222521 | 0 | 0 | 1 | 0 | 0 | 523.00 | 765.00 | 15421.0 | 13811.0 | 0.000000 | 0.000000 | 0.00 | 0.0 | 0.0 | 0.000000 |
| 1 | 2019-06-06 | 42 | 1026.206897 | 752.0 | 15421.0 | 0.0 | 0.0 | 3 | True | 0.433884 | -0.900969 | 0 | 0 | 1 | 0 | 0 | 752.00 | 0.00 | 13811.0 | 5558.0 | 765.000000 | 0.000000 | 765.00 | 0.0 | 523.0 | 191.250000 |
| 2 | 2019-06-07 | 42 | 996.793103 | 383.0 | 13811.0 | 0.0 | 0.0 | 4 | True | -0.433884 | -0.900969 | 0 | 0 | 1 | 0 | 0 | 383.00 | 0.00 | 5558.0 | 0.0 | 1026.206897 | 0.000000 | 0.00 | 0.0 | 752.0 | 474.458128 |
| 3 | 2019-06-08 | 42 | 1121.222222 | 553.0 | 5558.0 | 0.0 | 0.0 | 5 | True | -0.974928 | -0.222521 | 0 | 0 | 1 | 0 | 0 | 553.00 | 0.00 | 0.0 | 4591.0 | 996.793103 | 0.000000 | 0.00 | 0.0 | 383.0 | 796.301724 |
| 4 | 2019-06-09 | 42 | 686.040000 | 0.0 | 0.0 | 0.0 | 0.0 | 6 | False | -0.781831 | 0.623490 | 0 | 0 | 1 | 0 | 0 | 0.00 | 0.00 | 4591.0 | 3404.0 | 1121.222222 | 0.000000 | 0.00 | 0.0 | 553.0 | 994.402778 |
| 5 | 2019-06-10 | 42 | 686.040000 | 420.0 | 4591.0 | 0.0 | 0.0 | 0 | True | 0.000000 | 1.000000 | 0 | 0 | 1 | 0 | 0 | 420.00 | 0.00 | 3404.0 | 1797.0 | 686.040000 | 0.000000 | 0.00 | 0.0 | 0.0 | 1008.286609 |
| 6 | 2019-06-11 | 42 | 649.000000 | 287.0 | 3404.0 | 0.0 | 0.0 | 1 | True | 0.781831 | 0.623490 | 0 | 0 | 1 | 0 | 0 | 287.00 | 649.00 | 1797.0 | 2554.0 | 686.040000 | 0.000000 | 0.00 | 0.0 | 420.0 | 888.077471 |
| 7 | 2019-06-12 | 42 | 1298.000000 | 560.0 | 1797.0 | 0.0 | 0.0 | 2 | True | 0.974928 | -0.222521 | 0 | 0 | 1 | 0 | 0 | 532.25 | 898.25 | 2554.0 | 3809.0 | 649.000000 | 765.000000 | 649.00 | 765.0 | 287.0 | 735.807778 |
| 8 | 2019-06-13 | 42 | 1153.000000 | 686.0 | 2554.0 | 0.0 | 0.0 | 3 | True | 0.433884 | -0.900969 | 0 | 0 | 1 | 0 | 0 | 735.50 | 1153.00 | 3809.0 | 1629.0 | 1298.000000 | 1026.206897 | 898.25 | 0.0 | 560.0 | 748.645000 |
| 9 | 2019-06-14 | 42 | 1037.000000 | 1830.0 | 3809.0 | 1.0 | 0.0 | 4 | True | -0.433884 | -0.900969 | 0 | 0 | 1 | 0 | 0 | 744.75 | 1037.00 | 1629.0 | 0.0 | 1153.000000 | 996.793103 | 1153.00 | 0.0 | 686.0 | 960.005000 |
Last rows
| fecha | producto | udsstock | udsventa | udsprevisionempresa | promo | festivo | weekday | working_day | sin_weekday | cos_weekday | is_august | spring | summer | autumn | winter | roll4wd_udsventa | roll4wd_udsstock | udsprevisionempresa_shifted-1 | udsprevisionempresa_shifted-2 | udsstock_shifted1 | udsstock_shifted7 | roll4wd_udsstock_shifted1 | roll4wd_udsstock_shifted7 | udsventa_shifted1 | roll4_udstock_shifted1 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 282 | 2020-03-13 | 42 | 996.793103 | 1298.0 | 5827.0 | 0.0 | 0.0 | 4 | True | -0.433884 | -0.900969 | 0 | 0 | 0 | 0 | 1 | 711.625000 | 571.000000 | 0.0 | 0.0 | 1026.206897 | 996.793103 | 678.000000 | 670.500000 | 280.0 | 912.880862 |
| 283 | 2020-03-14 | 42 | 610.000000 | 1424.0 | 0.0 | 0.0 | 0.0 | 5 | True | -0.974928 | -0.222521 | 0 | 0 | 0 | 0 | 1 | 571.500000 | 966.250000 | 0.0 | 1160.0 | 996.793103 | 1121.222222 | 571.000000 | 1085.000000 | 1298.0 | 951.526724 |
| 284 | 2020-03-15 | 42 | 686.040000 | 0.0 | 0.0 | 0.0 | 0.0 | 6 | False | -0.781831 | 0.623490 | 0 | 0 | 0 | 0 | 1 | 0.000000 | 513.000000 | 1160.0 | 1254.0 | 610.000000 | 686.040000 | 966.250000 | 513.000000 | 1424.0 | 939.450000 |
| 285 | 2020-03-16 | 42 | 686.040000 | 265.0 | 1160.0 | 0.0 | 0.0 | 0 | True | 0.000000 | 1.000000 | 0 | 0 | 0 | 0 | 1 | 391.750000 | 505.750000 | 1254.0 | 2825.0 | 686.040000 | 686.040000 | 513.000000 | 517.285714 | 0.0 | 816.578276 |
| 286 | 2020-03-17 | 42 | 762.258065 | 1107.0 | 1254.0 | 0.0 | 0.0 | 1 | True | 0.781831 | 0.623490 | 0 | 0 | 0 | 0 | 1 | 395.375000 | 819.285714 | 2825.0 | 2940.0 | 686.040000 | 1027.000000 | 505.750000 | 710.875000 | 265.0 | 696.369138 |
| 287 | 2020-03-18 | 42 | 836.600000 | 501.0 | 2825.0 | 0.0 | 0.0 | 2 | True | 0.974928 | -0.222521 | 0 | 0 | 0 | 0 | 1 | 576.750000 | 1055.500000 | 2940.0 | 3062.0 | 762.258065 | 836.600000 | 819.285714 | 856.285714 | 1107.0 | 686.062258 |
| 288 | 2020-03-19 | 42 | 1026.206897 | 405.0 | 2940.0 | 0.0 | 0.0 | 3 | True | 0.433884 | -0.900969 | 0 | 0 | 0 | 0 | 1 | 468.000000 | 678.000000 | 3062.0 | 0.0 | 836.600000 | 1026.206897 | 1055.500000 | 678.000000 | 501.0 | 733.441774 |
| 289 | 2020-03-20 | 42 | 1172.000000 | 0.0 | 3062.0 | 0.0 | 0.0 | 4 | True | -0.433884 | -0.900969 | 0 | 0 | 0 | 0 | 1 | 908.142857 | 871.500000 | 0.0 | 0.0 | 1026.206897 | 996.793103 | 678.000000 | 571.000000 | 405.0 | 813.602636 |
| 290 | 2020-03-21 | 42 | 1967.000000 | 0.0 | 0.0 | 0.0 | 0.0 | 5 | True | -0.974928 | -0.222521 | 0 | 0 | 0 | 0 | 1 | 896.714286 | 976.400000 | 0.0 | 0.0 | 1172.000000 | 610.000000 | 871.500000 | 966.250000 | 0.0 | 940.334844 |
| 291 | 2020-03-22 | 42 | 1967.000000 | 0.0 | 0.0 | 0.0 | 0.0 | 6 | False | -0.781831 | 0.623490 | 0 | 1 | 0 | 0 | 1 | 0.000000 | 1240.000000 | 0.0 | 0.0 | 1967.000000 | 686.040000 | 976.400000 | 513.000000 | 0.0 | 1174.777586 |